<!DOCTYPE html>
<!-- saved from url=(0045)https://www.cnblogs.com/hustlx/p/5245591.html -->
<html lang="zh-cn"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
    
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <meta name="referrer" content="origin">
    <meta http-equiv="Cache-Control" content="no-transform">
    <meta http-equiv="Cache-Control" content="no-siteapp">
    <title>卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园</title>
    <meta property="og:description" content="要求对400张卡车图片进行处理，分割出车头、车轮、和车厢，在尝试了以上多种方法失败之后，用了2010年Varun Gulshan等提出的一种Geodesic Star Convexity Sequen">
    <link type="text/css" rel="stylesheet" href="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/blog-common.css">
<link id="MainCss" type="text/css" rel="stylesheet" href="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/bundle-CodingLife.css">
<link id="mobile-style" media="only screen and (max-width: 767px)" type="text/css" rel="stylesheet" href="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/bundle-CodingLife-mobile.css">
    <link title="RSS" type="application/rss+xml" rel="alternate" href="https://www.cnblogs.com/hustlx/rss">
    <link title="RSD" type="application/rsd+xml" rel="EditURI" href="https://www.cnblogs.com/hustlx/rsd.xml">
<link type="application/wlwmanifest+xml" rel="wlwmanifest" href="https://www.cnblogs.com/hustlx/wlwmanifest.xml">
    <script src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/amp4ads-host-v0.js.下载"></script><script src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/pubads_impl_rendering_2019061301.js.下载"></script><script async="" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/analytics.js.下载"></script><script src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/jquery-2.2.0.min.js.下载"></script>
    <script>var currentBlogId=270652;var currentBlogApp='hustlx',cb_enable_mathjax=true;var isLogined=false;</script>
    <script type="text/x-mathjax-config;executed=true">
    MathJax.Hub.Config({
        tex2jax: { inlineMath: [['$','$'], ['\\(','\\)']], processClass: 'math', processEscapes: true },
        TeX: { 
            equationNumbers: { autoNumber: ['AMS'], useLabelIds: true }, 
            extensions: ['extpfeil.js'],
            Macros: {bm: "\\boldsymbol"}
        },
        'HTML-CSS': { linebreaks: { automatic: true } },
        SVG: { linebreaks: { automatic: true } }
        });
    </script><script src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/MathJax.js.下载"></script>
<script src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/blog-common.js.下载" type="text/javascript"></script>
<link rel="preload" href="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/f.txt" as="script"><script type="text/javascript" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/f.txt"></script><script src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/pubads_impl_2019061301.js.下载" async=""></script><style type="text/css">.MathJax_Hover_Frame {border-radius: .25em; -webkit-border-radius: .25em; -moz-border-radius: .25em; -khtml-border-radius: .25em; box-shadow: 0px 0px 15px #83A; -webkit-box-shadow: 0px 0px 15px #83A; -moz-box-shadow: 0px 0px 15px #83A; -khtml-box-shadow: 0px 0px 15px #83A; border: 1px solid #A6D ! important; display: inline-block; position: absolute}
.MathJax_Menu_Button .MathJax_Hover_Arrow {position: absolute; cursor: pointer; display: inline-block; border: 2px solid #AAA; border-radius: 4px; -webkit-border-radius: 4px; -moz-border-radius: 4px; -khtml-border-radius: 4px; font-family: 'Courier New',Courier; font-size: 9px; color: #F0F0F0}
.MathJax_Menu_Button .MathJax_Hover_Arrow span {display: block; background-color: #AAA; border: 1px solid; border-radius: 3px; line-height: 0; padding: 4px}
.MathJax_Hover_Arrow:hover {color: white!important; border: 2px solid #CCC!important}
.MathJax_Hover_Arrow:hover span {background-color: #CCC!important}
</style><style type="text/css">#MathJax_About {position: fixed; left: 50%; width: auto; text-align: center; border: 3px outset; padding: 1em 2em; background-color: #DDDDDD; color: black; cursor: default; font-family: message-box; font-size: 120%; font-style: normal; text-indent: 0; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; z-index: 201; border-radius: 15px; -webkit-border-radius: 15px; -moz-border-radius: 15px; -khtml-border-radius: 15px; box-shadow: 0px 10px 20px #808080; -webkit-box-shadow: 0px 10px 20px #808080; -moz-box-shadow: 0px 10px 20px #808080; -khtml-box-shadow: 0px 10px 20px #808080; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true')}
#MathJax_About.MathJax_MousePost {outline: none}
.MathJax_Menu {position: absolute; background-color: white; color: black; width: auto; padding: 2px; border: 1px solid #CCCCCC; margin: 0; cursor: default; font: menu; text-align: left; text-indent: 0; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; z-index: 201; box-shadow: 0px 10px 20px #808080; -webkit-box-shadow: 0px 10px 20px #808080; -moz-box-shadow: 0px 10px 20px #808080; -khtml-box-shadow: 0px 10px 20px #808080; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true')}
.MathJax_MenuItem {padding: 2px 2em; background: transparent}
.MathJax_MenuArrow {position: absolute; right: .5em; padding-top: .25em; color: #666666; font-size: .75em}
.MathJax_MenuActive .MathJax_MenuArrow {color: white}
.MathJax_MenuArrow.RTL {left: .5em; right: auto}
.MathJax_MenuCheck {position: absolute; left: .7em}
.MathJax_MenuCheck.RTL {right: .7em; left: auto}
.MathJax_MenuRadioCheck {position: absolute; left: 1em}
.MathJax_MenuRadioCheck.RTL {right: 1em; left: auto}
.MathJax_MenuLabel {padding: 2px 2em 4px 1.33em; font-style: italic}
.MathJax_MenuRule {border-top: 1px solid #CCCCCC; margin: 4px 1px 0px}
.MathJax_MenuDisabled {color: GrayText}
.MathJax_MenuActive {background-color: Highlight; color: HighlightText}
.MathJax_MenuDisabled:focus, .MathJax_MenuLabel:focus {background-color: #E8E8E8}
.MathJax_ContextMenu:focus {outline: none}
.MathJax_ContextMenu .MathJax_MenuItem:focus {outline: none}
#MathJax_AboutClose {top: .2em; right: .2em}
.MathJax_Menu .MathJax_MenuClose {top: -10px; left: -10px}
.MathJax_MenuClose {position: absolute; cursor: pointer; display: inline-block; border: 2px solid #AAA; border-radius: 18px; -webkit-border-radius: 18px; -moz-border-radius: 18px; -khtml-border-radius: 18px; font-family: 'Courier New',Courier; font-size: 24px; color: #F0F0F0}
.MathJax_MenuClose span {display: block; background-color: #AAA; border: 1.5px solid; border-radius: 18px; -webkit-border-radius: 18px; -moz-border-radius: 18px; -khtml-border-radius: 18px; line-height: 0; padding: 8px 0 6px}
.MathJax_MenuClose:hover {color: white!important; border: 2px solid #CCC!important}
.MathJax_MenuClose:hover span {background-color: #CCC!important}
.MathJax_MenuClose:hover:focus {outline: none}
</style><style type="text/css">.MathJax_Preview .MJXf-math {color: inherit!important}
</style><style type="text/css">.MJX_Assistive_MathML {position: absolute!important; top: 0; left: 0; clip: rect(1px, 1px, 1px, 1px); padding: 1px 0 0 0!important; border: 0!important; height: 1px!important; width: 1px!important; overflow: hidden!important; display: block!important; -webkit-touch-callout: none; -webkit-user-select: none; -khtml-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none}
.MJX_Assistive_MathML.MJX_Assistive_MathML_Block {width: 100%!important}
</style><style type="text/css">#MathJax_Zoom {position: absolute; background-color: #F0F0F0; overflow: auto; display: block; z-index: 301; padding: .5em; border: 1px solid black; margin: 0; font-weight: normal; font-style: normal; text-align: left; text-indent: 0; text-transform: none; line-height: normal; letter-spacing: normal; word-spacing: normal; word-wrap: normal; white-space: nowrap; float: none; -webkit-box-sizing: content-box; -moz-box-sizing: content-box; box-sizing: content-box; box-shadow: 5px 5px 15px #AAAAAA; -webkit-box-shadow: 5px 5px 15px #AAAAAA; -moz-box-shadow: 5px 5px 15px #AAAAAA; -khtml-box-shadow: 5px 5px 15px #AAAAAA; filter: progid:DXImageTransform.Microsoft.dropshadow(OffX=2, OffY=2, Color='gray', Positive='true')}
#MathJax_ZoomOverlay {position: absolute; left: 0; top: 0; z-index: 300; display: inline-block; width: 100%; height: 100%; border: 0; padding: 0; margin: 0; background-color: white; opacity: 0; filter: alpha(opacity=0)}
#MathJax_ZoomFrame {position: relative; display: inline-block; height: 0; width: 0}
#MathJax_ZoomEventTrap {position: absolute; left: 0; top: 0; z-index: 302; display: inline-block; border: 0; padding: 0; margin: 0; background-color: white; opacity: 0; filter: alpha(opacity=0)}
</style><style type="text/css">.MathJax_Preview {color: #888}
#MathJax_Message {position: fixed; left: 1em; bottom: 1.5em; background-color: #E6E6E6; border: 1px solid #959595; margin: 0px; padding: 2px 8px; z-index: 102; color: black; font-size: 80%; width: auto; white-space: nowrap}
#MathJax_MSIE_Frame {position: absolute; top: 0; left: 0; width: 0px; z-index: 101; border: 0px; margin: 0px; padding: 0px}
.MathJax_Error {color: #CC0000; font-style: italic}
</style><style type="text/css">.MJXp-script {font-size: .8em}
.MJXp-right {-webkit-transform-origin: right; -moz-transform-origin: right; -ms-transform-origin: right; -o-transform-origin: right; transform-origin: right}
.MJXp-bold {font-weight: bold}
.MJXp-italic {font-style: italic}
.MJXp-scr {font-family: MathJax_Script,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-frak {font-family: MathJax_Fraktur,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-sf {font-family: MathJax_SansSerif,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-cal {font-family: MathJax_Caligraphic,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-mono {font-family: MathJax_Typewriter,'Times New Roman',Times,STIXGeneral,serif}
.MJXp-largeop {font-size: 150%}
.MJXp-largeop.MJXp-int {vertical-align: -.2em}
.MJXp-math {display: inline-block; line-height: 1.2; text-indent: 0; font-family: 'Times New Roman',Times,STIXGeneral,serif; white-space: nowrap; border-collapse: collapse}
.MJXp-display {display: block; text-align: center; margin: 1em 0}
.MJXp-math span {display: inline-block}
.MJXp-box {display: block!important; text-align: center}
.MJXp-box:after {content: " "}
.MJXp-rule {display: block!important; margin-top: .1em}
.MJXp-char {display: block!important}
.MJXp-mo {margin: 0 .15em}
.MJXp-mfrac {margin: 0 .125em; vertical-align: .25em}
.MJXp-denom {display: inline-table!important; width: 100%}
.MJXp-denom > * {display: table-row!important}
.MJXp-surd {vertical-align: top}
.MJXp-surd > * {display: block!important}
.MJXp-script-box > *  {display: table!important; height: 50%}
.MJXp-script-box > * > * {display: table-cell!important; vertical-align: top}
.MJXp-script-box > *:last-child > * {vertical-align: bottom}
.MJXp-script-box > * > * > * {display: block!important}
.MJXp-mphantom {visibility: hidden}
.MJXp-munderover {display: inline-table!important}
.MJXp-over {display: inline-block!important; text-align: center}
.MJXp-over > * {display: block!important}
.MJXp-munderover > * {display: table-row!important}
.MJXp-mtable {vertical-align: .25em; margin: 0 .125em}
.MJXp-mtable > * {display: inline-table!important; vertical-align: middle}
.MJXp-mtr {display: table-row!important}
.MJXp-mtd {display: table-cell!important; text-align: center; padding: .5em 0 0 .5em}
.MJXp-mtr > .MJXp-mtd:first-child {padding-left: 0}
.MJXp-mtr:first-child > .MJXp-mtd {padding-top: 0}
.MJXp-mlabeledtr {display: table-row!important}
.MJXp-mlabeledtr > .MJXp-mtd:first-child {padding-left: 0}
.MJXp-mlabeledtr:first-child > .MJXp-mtd {padding-top: 0}
.MJXp-merror {background-color: #FFFF88; color: #CC0000; border: 1px solid #CC0000; padding: 1px 3px; font-style: normal; font-size: 90%}
.MJXp-scale0 {-webkit-transform: scaleX(.0); -moz-transform: scaleX(.0); -ms-transform: scaleX(.0); -o-transform: scaleX(.0); transform: scaleX(.0)}
.MJXp-scale1 {-webkit-transform: scaleX(.1); -moz-transform: scaleX(.1); -ms-transform: scaleX(.1); -o-transform: scaleX(.1); transform: scaleX(.1)}
.MJXp-scale2 {-webkit-transform: scaleX(.2); -moz-transform: scaleX(.2); -ms-transform: scaleX(.2); -o-transform: scaleX(.2); transform: scaleX(.2)}
.MJXp-scale3 {-webkit-transform: scaleX(.3); -moz-transform: scaleX(.3); -ms-transform: scaleX(.3); -o-transform: scaleX(.3); transform: scaleX(.3)}
.MJXp-scale4 {-webkit-transform: scaleX(.4); -moz-transform: scaleX(.4); -ms-transform: scaleX(.4); -o-transform: scaleX(.4); transform: scaleX(.4)}
.MJXp-scale5 {-webkit-transform: scaleX(.5); -moz-transform: scaleX(.5); -ms-transform: scaleX(.5); -o-transform: scaleX(.5); transform: scaleX(.5)}
.MJXp-scale6 {-webkit-transform: scaleX(.6); -moz-transform: scaleX(.6); -ms-transform: scaleX(.6); -o-transform: scaleX(.6); transform: scaleX(.6)}
.MJXp-scale7 {-webkit-transform: scaleX(.7); -moz-transform: scaleX(.7); -ms-transform: scaleX(.7); -o-transform: scaleX(.7); transform: scaleX(.7)}
.MJXp-scale8 {-webkit-transform: scaleX(.8); -moz-transform: scaleX(.8); -ms-transform: scaleX(.8); -o-transform: scaleX(.8); transform: scaleX(.8)}
.MJXp-scale9 {-webkit-transform: scaleX(.9); -moz-transform: scaleX(.9); -ms-transform: scaleX(.9); -o-transform: scaleX(.9); transform: scaleX(.9)}
.MathJax_PHTML .noError {vertical-align: ; font-size: 90%; text-align: left; color: black; padding: 1px 3px; border: 1px solid}
</style><link rel="prefetch" href="https://tpc.googlesyndication.com/safeframe/1-0-33/html/container.html"></head>
<body><div id="MathJax_Message" style="display: none;"></div>
<a name="top"></a>


<!--done-->
<div id="home">
<div id="header">
	<div id="blogTitle">
	<a id="lnkBlogLogo" href="https://www.cnblogs.com/hustlx/"><img id="blogLogo" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/logo.gif" alt="返回主页"></a>			
		
<!--done-->
<h1><a id="Header1_HeaderTitle" class="headermaintitle" href="https://www.cnblogs.com/hustlx/">HUSTLX</a></h1>
<h2>微博http://weibo.com/5290004302/profile?rightmod=1&amp;wvr=6&amp;mod=personinfo&amp;is_all=1</h2>



		
	</div><!--end: blogTitle 博客的标题和副标题 -->
	<div id="navigator">
		
<ul id="navList">
<li><a id="blog_nav_sitehome" class="menu" href="https://www.cnblogs.com/">博客园</a></li>
<li><a id="blog_nav_myhome" class="menu" href="https://www.cnblogs.com/hustlx/">首页</a></li>
<li><a id="blog_nav_newpost" class="menu" rel="nofollow" href="https://i.cnblogs.com/EditPosts.aspx?opt=1">新随笔</a></li>
<li><a id="blog_nav_contact" class="menu" rel="nofollow" href="https://msg.cnblogs.com/send/HUSTLX">联系</a></li>
<li><a id="blog_nav_rss" class="menu" href="https://www.cnblogs.com/hustlx/rss">订阅</a>
<!--<a id="blog_nav_rss_image" class="aHeaderXML" href="https://www.cnblogs.com/hustlx/rss"><img src="//www.cnblogs.com/images/xml.gif" alt="订阅" /></a>--></li>
<li><a id="blog_nav_admin" class="menu" rel="nofollow" href="https://i.cnblogs.com/">管理</a></li>
</ul>
		<div class="blogStats">
			
			<div id="blog_stats">
<span id="stats_post_count">随笔 - 39&nbsp; </span>
<span id="stats_article_count">文章 - 0&nbsp; </span>
<span id="stats-comment_count">评论 - 5</span>
</div>
			
		</div><!--end: blogStats -->
	</div><!--end: navigator 博客导航栏 -->
</div><!--end: header 头部 -->

<div id="main">
	<div id="mainContent">
	<div class="forFlow">
		
        <div id="post_detail">
<!--done-->
<div id="topics">
	<div class="post">
		<h1 class="postTitle">
			<a id="cb_post_title_url" class="postTitle2" href="https://www.cnblogs.com/hustlx/p/5245591.html">卡车图像分离车头、车厢、车轮</a>
		</h1>
		<div class="clear"></div>
		<div class="postBody">
			<div id="cnblogs_post_body" class="blogpost-body"><p>&nbsp;&nbsp; </p><p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt" align="justify"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">要求对</font></span><span lang="EN-US"><font face="Calibri">400</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张卡车图片进行处理，分割出车头、车轮、和车厢，在尝试了以上多种方法失败之后，用了</font></span><span lang="EN-US"><font face="Calibri">2010</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">年</font></span><span lang="EN-US"><font face="Calibri">Varun Gulshan</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">等提出的一种</font></span><span lang="EN-US"><font face="Calibri">Geodesic Star Convexity Sequential system</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">（简称</font></span><span lang="EN-US"><font face="Calibri">GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">）算法</font></span><span lang="EN-US"><font face="Calibri">[2]</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">，该算法很适合于我们感兴趣的区域都在图像中央的这种情况，下图显示了原图像和处理之后保存的结果，绿色表示车头，蓝色表示车厢，红色表示车轮。用红色的圈圈起来的图像代表处理错误的图像，对所有的</font></span><span lang="EN-US"><font face="Calibri">400</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张图片，有</font></span><span lang="EN-US"><font face="Calibri">24</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张图片处理错误，正确率达到</font></span><span lang="EN-US"><font face="Calibri">94%</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">。</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 42pt; mso-char-indent-count: 4.0" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192501612-1866915210.jpg"><font size="4"><img title="clip_image002[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image002[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192502143-1513704472.jpg" width="216" height="108"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192502627-1641538353.jpg"><font size="4"><img title="clip_image004[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image004[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192503065-1130632933.jpg" width="216" height="108"></font></a></span></p><span lang="EN-US"></span> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 36pt; mso-char-indent-count: 4.0" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">1 </font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">原图像和处理后的图像</font></span></font><span lang="EN-US"></span></font></p> <h2 style="word-break: normal; text-justify: inter-ideograph; margin: 13pt 0cm; line-height: 24pt" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri Light">2GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: &quot;Calibri Light&quot;; mso-ascii-theme-font: major-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: major-fareast; mso-hansi-font-family: &quot;Calibri Light&quot;; mso-hansi-theme-font: major-latin"><font face="宋体">算法理论</font></span></font><span lang="EN-US"></span></font></h2> <h3 style="word-break: normal; text-justify: inter-ideograph; margin: 13pt 0cm; line-height: 21pt" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri">2.1 GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">算法简介</font></span></font><span lang="EN-US"></span></font></h3> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri"><span style="mso-tab-count: 1">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">算法最简单的起源模型如图</font></span><span lang="EN-US"><font face="Calibri">2</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">所示：</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 42pt; mso-char-indent-count: 4.0" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192503455-819387722.jpg"><font size="4"><img title="clip_image006[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image006[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192503768-1971273155.jpg" width="171" height="98"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192504580-1159988888.jpg"><font size="4"><img title="clip_image008[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image008[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192504940-226199482.jpg" width="284" height="94"></font></a></span></p><span lang="EN-US"></span> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 36pt; mso-char-indent-count: 4.0" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">2 Star-convexity</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">模型及其实验示例</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt" align="justify"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">该算法的核心思想是先找出目标图像的一点，然后各个方向星形地向外不断的膨胀，直到遇到明显的边缘，这个思想最早被</font></span><span lang="EN-US"><font face="Calibri">Veksler</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">提出</font></span><span lang="EN-US"><font face="Calibri">[3]</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">。该算法存在很多不足，只能处理形状凸的目标如图</font></span><span lang="EN-US"><font face="Calibri">2</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">右边，但是对于复杂一点的图像如图</font></span><span lang="EN-US"><font face="Calibri">3</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">所示则由于从任何一点出发的射线都不能足以找到目标所有区域，</font></span><span lang="EN-US"><font face="Calibri">Varun Gulshan</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">他们对这个模型进行了改进，把以前的一个核心点改为多个，甚至是连续的线（</font></span><span lang="EN-US"><font face="Calibri">Geodesic Star Convexity Sequential</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">），并且可以事先预分一个前景区（目标区域）和背景区。</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt; mso-char-indent-count: 2.0" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192505393-339417978.jpg"><font size="4"><img title="clip_image010[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image010[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192505690-18745540.jpg" width="136" height="106"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192506018-1176320044.jpg"><font size="4"><img title="clip_image012[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image012[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192506409-1003034997.jpg" width="339" height="114"></font></a></span></p><span lang="EN-US"></span> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 18pt; mso-char-indent-count: 2.0" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">3 </font><a style="name: ole_link4"></a><a style="name: ole_link3"><span style="mso-bookmark: ole_link4"><font face="Calibri">Geodesic</font></span></a><font face="Calibri"> Star Convexity Sequential</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">模型以及</font></span><span lang="EN-US"><font face="Calibri">Star-convexity</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">不能处理的图像示例</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font color="#000000"><span lang="EN-US"><span style="mso-tab-count: 1"><font size="4" face="Calibri">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </font></span></span><a style="name: ole_link2"></a><a style="name: ole_link1"><span style="mso-bookmark: ole_link2"><font size="4"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">4</font></span></font></span></a><font size="4"><span style="mso-bookmark: ole_link1"><span style="mso-bookmark: ole_link2"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">展示了</font></span><span lang="EN-US"><font face="Calibri">GSCseq</font></span></span></span><font face="宋体"><span style="mso-bookmark: ole_link1"><span style="mso-bookmark: ole_link2"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">算法处理图像的示例</span></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">，如图所示，图中蓝色是预先假定的前景区域，而粉色则是预先设定的背景区域，则粉色所在区域的原图像的像素点会进行膨胀，相近的颜色会认为是背景，同样的蓝色区域的原像素也会膨胀与本身相近的颜色并进行前景标记，直到前景和背景相遇则认为是目标边缘。</span></font></font></font><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192506862-1908779805.jpg"><font size="4"><img title="clip_image014[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image014[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192507268-1487823227.jpg" width="463" height="138"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">4 GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">算法处理图像</font></span></font><span lang="EN-US"></span></font></p> <h3 style="word-break: normal; text-justify: inter-ideograph; margin: 13pt 0cm; line-height: 21pt" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri">2.2 GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">算法数学证明</font></span></font><span lang="EN-US"></span></font></h3> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt" align="justify"><font size="4"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000">如图</font></font></span><font color="#000000"><span lang="EN-US"><font face="Calibri">5</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">所示，设</font></span><span lang="EN-US"><font face="Calibri">c</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">点是核心点，也就是预先定义的前景点，</font></span><span lang="EN-US"><font face="Calibri">p</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">为目标上任意一点，定义</font></span></font><font color="#000000"><font face="宋体"><span lang="EN-US"><span style="position: relative; top: 7pt; mso-text-raise: -7.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192508174-1584977755.png"><img title="clip_image016[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image016[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192508659-2046578325.png" width="29" height="25"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">作为核心点</span></font><span lang="EN-US"><font face="Calibri">c</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">到目标点</font></span><span lang="EN-US"><font face="Calibri">p</font></span></font><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000">的最短路径，路径用欧氏距离计算，直接离散域定义。最短程</font></font></span><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192509143-378909330.jpg"><font size="4"><img title="clip_image018[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image018[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192509580-122336950.jpg" width="180" height="67"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">5 </font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">多核心点路径</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 21pt" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000" size="4">路径可以弯曲并适应的图像，而不一定非是直线。在图像分割的情况下，基本图像中的梯度提供的信息来计算这样的路径。定义</font></font><a style="name: ole_link6"></a><a style="name: ole_link5"><span style="mso-bookmark: ole_link6"><font face="宋体"><font color="#000000" size="4">测地（</font></font></span></a></span><font size="4"><font color="#000000"><span style="mso-bookmark: ole_link5"><span style="mso-bookmark: ole_link6"><span lang="EN-US"><font face="Calibri">Geodesic</font></span></span></span><font face="宋体"><span style="mso-bookmark: ole_link5"><span style="mso-bookmark: ole_link6"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">）</span></span></span><span style="mso-bookmark: ole_link5"><span style="mso-bookmark: ole_link6"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">距离</span></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">，首先定义一个离散长度路径：</span></font></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192509955-1966297788.jpg"><font size="4"><img title="clip_image020[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image020[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192510409-848171284.jpg" width="262" height="39"></font></a></span><font size="4"><font color="#000000"><span lang="EN-US"><span style="mso-spacerun: yes"><font face="Calibri">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </font></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">（</font></span><span lang="EN-US"><font face="Calibri">1</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">）</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><span style="position: relative; top: 2pt; mso-text-raise: -2.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192510971-765910954.png"><font size="4"><img title="clip_image022[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image022[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192511377-80807353.png" width="15" height="16"></font></a></span></span><font size="4"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000">是一个任意的有</font></font></span><font color="#000000"><span lang="EN-US"><font face="Calibri">n</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">个</font></span><span lang="EN-US"><font face="Calibri">u</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">点的离散路径由</font></span></font><font face="宋体"><font color="#000000"><span lang="EN-US"><span style="position: relative; top: 5pt; mso-text-raise: -5.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192512002-741755402.png"><img title="clip_image024[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image024[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192512440-638004141.png" width="94" height="24"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">给出，</span></font></font><font face="宋体"><font color="#000000"><span lang="EN-US"><span style="position: relative; top: 5pt; mso-text-raise: -5.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192512846-1903686721.png"><img title="clip_image026[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image026[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192513127-1626994083.png" width="69" height="24"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">是连续像素点的欧式距离，</span></font></font><font face="宋体"><font color="#000000"><span lang="EN-US"><span style="position: relative; top: 5pt; mso-text-raise: -5.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192513596-282454484.png"><img title="clip_image028[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image028[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192513924-1868577789.png" width="71" height="24"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">是</span></font></font><font face="宋体"><font color="#000000"><span lang="EN-US"><span style="position: relative; top: 5pt; mso-text-raise: -5.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192514190-44616470.png"><img title="clip_image030[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image030[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192514502-206549525.png" width="60" height="24"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">点之间图像梯度的有限差分近似。</span></font></font><font color="#000000"><font face="宋体"><span lang="EN-US"><span style="position: relative; top: 7pt; mso-text-raise: -7.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192514815-514342746.png"><img title="clip_image032[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image032[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192515174-1424253263.png" width="19" height="25"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">是第一项欧式距离和第二项梯度之间的权重。由上面的定义，我们定义测地（</span></font><span lang="EN-US"><font face="Calibri">Geodesic</font></span><font face="宋体"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">）</span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">距离：</span></font></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192515518-126344624.jpg"><font size="4"><img title="clip_image034[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image034[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192515768-1208132092.jpg" width="251" height="25"></font></a></span><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri"><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">（</font></span><span lang="EN-US"><font face="Calibri">2</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">）</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><span style="position: relative; top: 7pt; mso-text-raise: -7.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192516034-1827026150.png"><font size="4"><img title="clip_image036[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image036[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192516424-1602617767.png" width="29" height="25"></font></a></span></span><font size="4"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000">表示</font></font></span><font color="#000000"><span lang="EN-US"><font face="Calibri">a</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">，</font></span><span lang="EN-US"><font face="Calibri">b</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">两点间的所有离散路径合集。我们比较关心的是</font></span></font><font color="#000000"><font face="宋体"><span lang="EN-US"><span style="position: relative; top: 7pt; mso-text-raise: -7.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192516987-1990032537.png"><img title="clip_image038[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image038[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192517362-1992516342.png" width="29" height="25"></a></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin">，上述的定义可以扩展到多个核心点集</span></font><span lang="EN-US"><font face="Calibri">c</font></span></font><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000">，所有的量都定义在离散域。</font></font></span><span lang="EN-US"></span></font></p> <h2 style="word-break: normal; text-justify: inter-ideograph; margin: 13pt 0cm 13pt 18pt; line-height: 24pt; text-indent: -18pt; mso-list: l0 level1 lfo1" align="justify"><font size="4"><font color="#000000"><span lang="EN-US" style="mso-fareast-font-family: &quot;Calibri Light&quot;; mso-fareast-theme-font: major-latin; mso-bidi-font-family: &quot;Calibri Light&quot;; mso-bidi-theme-font: major-latin"><span style="mso-list: ignore"><font face="Calibri Light">1.</font><span style="font-family: ; line-height: normal"><font face="Times New Roman"><font style="font-weight: normal">&nbsp;&nbsp;&nbsp; </font></font></span></span></span><span style="font-family: ; mso-ascii-font-family: &quot;Calibri Light&quot;; mso-ascii-theme-font: major-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: major-fareast; mso-hansi-font-family: &quot;Calibri Light&quot;; mso-hansi-theme-font: major-latin"><font face="宋体">实验过程</font></span></font><span lang="EN-US"></span></font></h2> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 18pt" align="justify"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">对于试验流程如下图所示：首先对于一副原图像，首先进行图片大小归一化，全部变成</font></span><span lang="EN-US"><font face="Calibri">50*100</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">的图像，我们设置一个通用的模板，红色代表背景区，白色代表我们感兴趣的目标区域，由于每幅图像的车都差不多在图像的中间，故这个模板能比较好的匹配所有的图像，</font></span><span lang="EN-US"><font face="Calibri">GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">算法从每一个白色点开始向外找颜色相同的点，每一个红色的点也向周围找颜色相</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192517643-1544605986.jpg"><font size="4"><img title="clip_image040[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image040[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192518299-568732422.jpg" width="223" height="111"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192518659-317349360.jpg"><font size="4"><img title="clip_image042[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image042[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192519018-707056780.jpg" width="222" height="110"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 63pt; mso-char-indent-count: 7.0" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri">A</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">原图像</font></span><span><font face="Calibri"> <span lang="EN-US"><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>B</span></font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">前景与背景模板</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192519377-519982691.jpg"><font size="4"><img title="clip_image044[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image044[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192519705-1846767459.jpg" width="220" height="111"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192519987-225621019.jpg"><font size="4"><img title="clip_image046[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image046[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192520252-1031085600.jpg" width="222" height="111"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 63pt; mso-char-indent-count: 7.0" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri">C</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">分割后的图像</font></span><span lang="EN-US"><font face="Calibri"><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp; </span><span style="mso-spacerun: yes">&nbsp;</span><span style="mso-spacerun: yes">&nbsp;</span>D</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">轮廓与车头车身分界线</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 63pt; mso-char-indent-count: 7.0" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 63pt; mso-char-indent-count: 7.0" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192520627-2007731506.jpg"><font size="4"><img title="clip_image048[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image048[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192521112-559385353.jpg" width="222" height="110"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192521440-574870675.jpg"><font size="4"><img title="clip_image050[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image050[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192521768-1787364986.jpg" width="220" height="110"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 45pt; mso-char-indent-count: 5.0" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri">E</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">车头车身分割</font></span><span lang="EN-US"><font face="Calibri"><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span style="mso-spacerun: yes">&nbsp;&nbsp;&nbsp; </span><span style="mso-spacerun: yes">&nbsp; </span><span style="mso-spacerun: yes">&nbsp;</span>F</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">车轮模板</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192522127-1629096081.jpg"><font size="4"><img title="clip_image052[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image052[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192522487-1452091524.jpg" width="222" height="111"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 45pt; mso-char-indent-count: 5.0" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri">G </font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">最后处理的结果</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">6</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">实验过程图例</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">近的区域，这样得到分割后的模板图像，如图</font></span><span lang="EN-US"><font face="Calibri">6-c</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">所示。对于分割后的目标，我们找到其边缘，用红色线标注，此外，我们取中间的一块区域（比如</font></span><span lang="EN-US"><font face="Calibri">20*60</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">）进行投影，找到像素和最小的列，我们认为这是车头和车身的连接处，用绿色的线标注，如果分界线在图像左边我们则认为是车头向左，反之则认为车头向右，我们对车头进行绿色填充，车身进行蓝色填充，如图</font></span><span lang="EN-US"><font face="Calibri">6-E</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">所示，同理我们用车轮的模板可以得到车轮的所在区域，并且对它进行红色填充，最后处理的结果如图</font></span><span lang="EN-US"><font face="Calibri">6-G</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">所示，我们最后对所有图片用循环实现了批处理，把处理后的图像保存下来，图</font></span><span lang="EN-US"><font face="Calibri">7</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">是对所有处理后图像的截图，对于处理错误的图片我们已经用红色的圈圈出来了，可以看到一共有</font></span><span lang="EN-US"><font face="Calibri">24</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张图片处理错误，对于</font></span><span lang="EN-US"><font face="Calibri">400</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张图片其正确率为：</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt 18pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><span lang="EN-US"><span style="position: relative; top: 12pt; mso-text-raise: -12.0pt"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192522862-237584371.png"><font size="4"><img title="clip_image054[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image054[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192523268-1221184518.png" width="160" height="41"></font></a></span></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192523784-1511961271.jpg"><font size="4"><img title="clip_image056[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image056[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192524143-1863231113.jpg" width="272" height="207"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192524612-1805406647.jpg"><font size="4"><img title="clip_image058[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image058[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192525002-1971517621.jpg" width="272" height="206"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192525518-1560638135.jpg"><font size="4"><img title="clip_image060[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image060[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192525862-900349296.jpg" width="272" height="208"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192526455-1722762278.jpg"><font size="4"><img title="clip_image062[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image062[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192526830-2113842968.jpg" width="274" height="210"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192527299-327285765.jpg"><font size="4"><img title="clip_image064[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image064[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192527846-1043025634.jpg" width="271" height="208"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192528205-1301638117.jpg"><font size="4"><img title="clip_image066[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image066[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192528627-1411820271.jpg" width="274" height="209"></font></a><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192529096-609864175.jpg"><font size="4"><img title="clip_image068[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; margin: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image068[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192529690-1115556414.jpg" width="269" height="91"></font></a></span><span lang="EN-US"></span></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">7<span style="mso-spacerun: yes">&nbsp; </span></font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">实验结果</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-size: 10.5pt"><font face="宋体">最后我们把整个系统做成软件界面的形式，如图</font></span><span lang="EN-US" style="mso-bidi-font-size: 10.5pt"><font face="Calibri">8</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-size: 10.5pt"><font face="宋体">所示：</font></span></font><span lang="EN-US" style="mso-bidi-font-size: 10.5pt"></span></font></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><span lang="EN-US" style="mso-bidi-font-size: 10.5pt; mso-no-proof: yes"><a href="http://images2015.cnblogs.com/blog/904258/201603/904258-20160305192530034-185361139.jpg"><font size="4"><img title="clip_image070[4]" style="border-top: 0px; border-right: 0px; background-image: none; border-bottom: 0px; padding-top: 0px; padding-left: 0px; border-left: 0px; display: inline; padding-right: 0px" border="0" alt="clip_image070[4]" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/904258-20160305192530424-1126581696.jpg" width="456" height="242"></font></a></span><span lang="EN-US" style="mso-bidi-font-size: 10.5pt"></span></p> <p class="MsoNormal" style="word-break: normal; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="center"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">图</font></span><span lang="EN-US"><font face="Calibri">8 </font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">软件界面</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font size="4"><font color="#000000"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-size: 10.5pt"><font face="宋体">该软件见文件夹</font></span><span lang="EN-US" style="mso-bidi-font-size: 10.5pt"><font face="Calibri">software.exe</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-size: 10.5pt"><font face="宋体">，由于编译了</font></span><span lang="EN-US" style="mso-bidi-font-size: 10.5pt"><font face="Calibri">C++</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin; mso-bidi-font-size: 10.5pt"><font face="宋体">代码，所以刚开始点击之后可能会有几秒钟的响应时间，请耐心等待。</font></span></font><span lang="EN-US" style="mso-bidi-font-size: 10.5pt"></span></font></p> <h2 style="word-break: normal; text-justify: inter-ideograph; margin: 13pt 0cm; line-height: 24pt" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><font face="Calibri Light">4</font></span><span style="font-family: ; mso-ascii-font-family: &quot;Calibri Light&quot;; mso-ascii-theme-font: major-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: major-fareast; mso-hansi-font-family: &quot;Calibri Light&quot;; mso-hansi-theme-font: major-latin"><font face="宋体">实验总结</font></span></font><span lang="EN-US"></span></font></h2> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font size="4"><font color="#000000"><span lang="EN-US"><span style="mso-tab-count: 1"><font face="Calibri">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </font></span></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">本次实验的目的是对</font></span><span lang="EN-US"><font face="Calibri">400</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张图片的卡车进行车头、车身和车轮的提取，但是卡车由于清晰度较差并且有较强的环境噪声变换，因此用传统的边缘检测和图像分割方法根本行不通，在多次尝试并且查阅相关文献之后最后用了</font></span><span lang="EN-US"><font face="Calibri">Varun Gulshan</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">等在</font></span><span lang="EN-US"><font face="Calibri">2010</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">年</font></span><span lang="EN-US"><font face="Calibri">CVPR</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">会议提出的一种</font></span><span lang="EN-US"><font face="Calibri">Geodesic Star Convexity Sequential system</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">（简称</font></span><span lang="EN-US"><font face="Calibri">GSCseq</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">）算法，实验结果表明该算法在事先知道目标在图片相对位置时有很好的目标提取效果，我们的</font></span><span lang="EN-US"><font face="Calibri">400</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">张图片达到了</font></span><span lang="EN-US"><font face="Calibri">94%</font></span><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体">的正确分割结果。总体而言实验是成功的，在查阅文献的时候看到基于深度学习的目标识别与分割，程序通过大量的带有一类目标物体的图像不断从图像中学习与认知所学习的目标，每幅图像都有相同类的目标，这样的话图像通过相关性卷积运算，目标区域由于是一类物体，相关性比较高，它的图像信息如梯度之类的会被保存下来，而背景由于每幅图像背景不同而将会被削弱，这样一层一层学习，到最顶层只剩下目标的相关信息，这便是深度学习背景目标识别与分割的主要思路，训练好的网络即可对所有包含此类物体的图像进行识别。这必将是以后主流的研究方向。</font></span></font><span lang="EN-US"></span></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">&nbsp;</font></font></span></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><b style="mso-bidi-font-weight: normal"><span style="font-family: ; mso-ascii-font-family: calibri; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: calibri; mso-hansi-theme-font: minor-latin"><font face="宋体"><font color="#000000" size="4">参考文献：</font></font></span><span lang="EN-US"></span></b></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><font color="#000000"><font size="4"><span lang="EN-US" style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: "><font face="Arial">[1]</font></span><span style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: ; mso-ascii-font-family: arial; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: arial; mso-bidi-font-family: arial"><font face="宋体">胡江华</font></span><span lang="EN-US" style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: "><font face="Arial">. </font></span><span style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: ; mso-ascii-font-family: arial; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: arial; mso-bidi-font-family: arial"><font face="宋体">静态图像的行人分割及其应用</font></span><span lang="EN-US" style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: "><font face="Arial">[D].</font></span><span style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: ; mso-ascii-font-family: arial; mso-fareast-font-family: 宋体; mso-fareast-theme-font: minor-fareast; mso-hansi-font-family: arial; mso-bidi-font-family: arial"><font face="宋体">安徽大学</font></span><span lang="EN-US" style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: "><font face="Arial">,2014.</font></span></font></font></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US" style="font-family: ; background-image: none; background-repeat: repeat; background-attachment: scroll; background-position: 0% 0%; color: "><font face="Arial"><font color="#222222" size="4">[2]Gulshan V, Rother C, Criminisi A, et al. Geodesic star convexity for interactive image segmentation[C]//Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on. IEEE, 2010: 3129-3136.</font></font></span><b style="mso-bidi-font-weight: normal"><span lang="EN-US"></span></b></p> <p class="MsoNormal" style="word-break: normal; text-justify: inter-ideograph; margin: 0cm 0cm 0pt; line-height: normal; text-indent: 0pt" align="justify"><span lang="EN-US"><font face="Calibri"><font color="#000000" size="4">[3]O. Veksler. Star shape prior for graph-cut image segmentation. In Proc. ECCV, 2008.</font></font></span></p></div><div id="MySignature"></div>
<div class="clear"></div>
<div id="blog_post_info_block">
<div id="BlogPostCategory"></div>
<div id="EntryTag"></div>
<div id="blog_post_info"><div id="green_channel">
        <a href="javascript:void(0);" id="green_channel_digg" onclick="DiggIt(5245591,cb_blogId,1);green_channel_success(this,&#39;谢谢推荐！&#39;);">好文要顶</a>
            <a id="green_channel_follow" onclick="follow(&#39;8f8d81a3-ade2-e511-9fc1-ac853d9f53cc&#39;);" href="javascript:void(0);">关注我</a>
    <a id="green_channel_favorite" onclick="AddToWz(cb_entryId);return false;" href="javascript:void(0);">收藏该文</a>
    <a id="green_channel_weibo" href="javascript:void(0);" title="分享至新浪微博" onclick="ShareToTsina()"><img src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/icon_weibo_24.png" alt=""></a>
    <a id="green_channel_wechat" href="javascript:void(0);" title="分享至微信" onclick="shareOnWechat()"><img src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/wechat.png" alt=""></a>
</div>
<div id="author_profile">
    <div id="author_profile_info" class="author_profile_info">
            <a href="https://home.cnblogs.com/u/hustlx/" target="_blank"><img src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/sample_face.gif" class="author_avatar" alt=""></a>
        <div id="author_profile_detail" class="author_profile_info">
            <a href="https://home.cnblogs.com/u/hustlx/">HUSTLX</a><br>
            <a href="https://home.cnblogs.com/u/hustlx/followees">关注 - 1</a><br>
            <a href="https://home.cnblogs.com/u/hustlx/followers">粉丝 - 11</a>
        </div>
    </div>
    <div class="clear"></div>
    <div id="author_profile_honor"></div>
    <div id="author_profile_follow">
                <a href="javascript:void(0);" onclick="follow(&#39;8f8d81a3-ade2-e511-9fc1-ac853d9f53cc&#39;);return false;">+加关注</a>
    </div>
</div>
<div id="div_digg">
    <div class="diggit" onclick="votePost(5245591,&#39;Digg&#39;)">
        <span class="diggnum" id="digg_count">0</span>
    </div>
    <div class="buryit" onclick="votePost(5245591,&#39;Bury&#39;)">
        <span class="burynum" id="bury_count">0</span>
    </div>
    <div class="clear"></div>
    <div class="diggword" id="digg_tips">
    </div>
</div>
<script type="text/javascript">
    currentDiggType = 0;
</script></div>
<div class="clear"></div>
<div id="post_next_prev"><a href="https://www.cnblogs.com/hustlx/p/5245573.html" class="p_n_p_prefix">« </a> 上一篇：<a href="https://www.cnblogs.com/hustlx/p/5245573.html" title="发布于2016-03-05 19:17">提取图像里面的红色灯笼（二）</a><br><a href="https://www.cnblogs.com/hustlx/p/5245604.html" class="p_n_p_prefix">» </a> 下一篇：<a href="https://www.cnblogs.com/hustlx/p/5245604.html" title="发布于2016-03-05 19:30">边缘检测与图像分割</a><br></div>
</div>


		</div>
		<div class="postDesc">posted @ <span id="post-date">2016-03-05 19:26</span> <a href="https://www.cnblogs.com/hustlx/">HUSTLX</a> 阅读(<span id="post_view_count">586</span>) 评论(<span id="post_comment_count">0</span>)  <a href="https://i.cnblogs.com/EditPosts.aspx?postid=5245591" rel="nofollow">编辑</a> <a href="https://www.cnblogs.com/hustlx/p/5245591.html#" onclick="AddToWz(5245591);return false;">收藏</a></div>
	</div>
	<script type="text/javascript">var allowComments=true,cb_blogId=270652,cb_entryId=5245591,cb_blogApp=currentBlogApp,cb_blogUserGuid='8f8d81a3-ade2-e511-9fc1-ac853d9f53cc',cb_entryCreatedDate='2016/3/5 19:26:00';loadViewCount(cb_entryId);var cb_postType=1;var isMarkdown=false;</script>
	
</div><!--end: topics 文章、评论容器-->
</div><a name="!comments"></a><div id="blog-comments-placeholder"></div><script type="text/javascript">var commentManager = new blogCommentManager();commentManager.renderComments(0);</script>
<div id="comment_form" class="commentform">
<a name="commentform"></a>
<div id="divCommentShow"></div>
<div id="comment_nav"><span id="span_refresh_tips"></span><a href="javascript:void(0);" onclick="return RefreshCommentList();" id="lnk_RefreshComments" runat="server" clientidmode="Static">刷新评论</a><a href="https://www.cnblogs.com/hustlx/p/5245591.html#" onclick="return RefreshPage();">刷新页面</a><a href="https://www.cnblogs.com/hustlx/p/5245591.html#top">返回顶部</a></div>
<div id="comment_form_container"><div class="login_tips">注册用户登录后才能发表评论，请 <a rel="nofollow" href="javascript:void(0);" class="underline" onclick="return login(&#39;commentform&#39;);">登录</a> 或 <a rel="nofollow" href="javascript:void(0);" class="underline" onclick="return register();">注册</a>，<a href="http://www.cnblogs.com/">访问</a>网站首页。</div></div>
<div class="ad_text_commentbox" id="ad_text_under_commentbox"></div>
<div id="ad_t2"><a href="http://www.ucancode.com/index.htm" target="_blank" onclick="ga(&#39;send&#39;, &#39;event&#39;, &#39;Link&#39;, &#39;click&#39;, &#39;T2-工控&#39;)">【推荐】超50万C++/C#源码: 大型实时仿真组态图形源码</a><br><a href="https://www.grapecity.com.cn/developer/spreadjs?utm_source=cnblogs&amp;utm_medium=blogpage&amp;utm_term=bottom&amp;utm_content=SpreadJS&amp;utm_campaign=community" target="_blank" onclick="ga(&#39;send&#39;, &#39;event&#39;, &#39;Link&#39;, &#39;click&#39;, &#39;T2-SpreadJS&#39;)">【前端】SpreadJS表格控件，可嵌入系统开发的在线Excel</a><br></div>
<div id="opt_under_post"></div>
<script async="async" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/gpt.js.下载"></script>
<script>
  var googletag = googletag || {};
  googletag.cmd = googletag.cmd || [];
</script>
<script>
  googletag.cmd.push(function() {
        googletag.defineSlot('/1090369/C1', [300, 250], 'div-gpt-ad-1546353474406-0').addService(googletag.pubads());
        googletag.defineSlot('/1090369/C2', [468, 60], 'div-gpt-ad-1539008685004-0').addService(googletag.pubads());
        googletag.pubads().enableSingleRequest();
        googletag.enableServices();
  });
</script>
<div id="cnblogs_c1" class="c_ad_block">
    <div id="div-gpt-ad-1546353474406-0" style="height:250px; width:300px;" data-google-query-id="CNKUzqvf9-ICFQdevQoddG0IhQ"><div id="google_ads_iframe_/1090369/C1_0__container__" style="border: 0pt none;"><iframe id="google_ads_iframe_/1090369/C1_0" title="3rd party ad content" name="google_ads_iframe_/1090369/C1_0" width="300" height="250" scrolling="no" marginwidth="0" marginheight="0" frameborder="0" style="border: 0px; vertical-align: bottom;" data-google-container-id="1" data-load-complete="true" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/saved_resource.html"></iframe></div></div>
</div>
<div id="under_post_news"><div class="recomm-block"><b>相关博文：</b><br>·  <a href="https://www.cnblogs.com/moonpie-sun/p/10058701.html" target="_blank" onclick="clickRecomItmem(10058701)">图像算法面试汇总</a><br>·  <a href="https://www.cnblogs.com/BYTEMAN/archive/2012/07/21/2603021.html" target="_blank" onclick="clickRecomItmem(2603021)">图像增强-图像锐化</a><br>·  <a href="https://www.cnblogs.com/kongqiweiliang/p/3252995.html" target="_blank" onclick="clickRecomItmem(3252995)">每天进步一点点------Sobel算子（3）基于彩色图像边缘差分的运动目标检测算法</a><br>·  <a href="https://www.cnblogs.com/chaosimple/p/3197720.html" target="_blank" onclick="clickRecomItmem(3197720)">图像识别技术——验证码识别</a><br>·  <a href="https://www.cnblogs.com/yangjing000/p/9741198.html" target="_blank" onclick="clickRecomItmem(9741198)">图像分割</a><br></div></div>
<div id="cnblogs_c2" class="c_ad_block">
    <div id="div-gpt-ad-1539008685004-0" style="height:60px; width:468px;" data-google-query-id="CLiwz6vf9-ICFQdevQoddG0IhQ"><div id="google_ads_iframe_/1090369/C2_0__container__" style="border: 0pt none;"><iframe id="google_ads_iframe_/1090369/C2_0" title="3rd party ad content" name="google_ads_iframe_/1090369/C2_0" width="468" height="60" scrolling="no" marginwidth="0" marginheight="0" frameborder="0" style="border: 0px; vertical-align: bottom;" data-google-container-id="2" data-load-complete="true" src="./卡车图像分离车头、车厢、车轮 - HUSTLX - 博客园_files/saved_resource(1).html"></iframe></div></div>
</div>
<div id="under_post_kb"><div class="itnews c_ad_block"><b>最新新闻</b>：<br> ·  <a href="https://news.cnblogs.com/n/627142/" target="_blank">谷歌推中国艺术与文化App 数家博物院珍品可在线体验</a><br> ·  <a href="https://news.cnblogs.com/n/627141/" target="_blank">Craig Wright 起诉质疑他的人</a><br> ·  <a href="https://news.cnblogs.com/n/627140/" target="_blank">GitHub宣布收购Pull Panda且免费提供服务</a><br> ·  <a href="https://news.cnblogs.com/n/627139/" target="_blank">雷诺日产将与谷歌自动驾驶部门合作</a><br> ·  <a href="https://news.cnblogs.com/n/627138/" target="_blank">万能疫苗有希望？婴儿第一次流感来帮忙</a><br>» <a href="http://news.cnblogs.com/" title="IT新闻" target="_blank">更多新闻...</a></div></div>
<div id="HistoryToday" class="c_ad_block"></div>
<script type="text/javascript">
 if(enablePostBottom()) {
    codeHighlight();
    fixPostBody();
    setTimeout(function () { incrementViewCount(cb_entryId); }, 50);
    deliverT2();
    deliverC1();
    deliverC2();    
    loadNewsAndKb();
    loadBlogSignature();
    LoadPostInfoBlock(cb_blogId, cb_entryId, cb_blogApp, cb_blogUserGuid);
    GetPrevNextPost(cb_entryId, cb_blogId, cb_entryCreatedDate, cb_postType);
    loadOptUnderPost();
    GetHistoryToday(cb_blogId, cb_blogApp, cb_entryCreatedDate);  
}
</script>
</div>

    
	</div><!--end: forFlow -->
	</div><!--end: mainContent 主体内容容器-->

	<div id="sideBar">
		<div id="sideBarMain">
			
<!--done-->
<div class="newsItem">
<h3 class="catListTitle">公告</h3>
	<div id="blog-news"><div id="profile_block">昵称：<a href="https://home.cnblogs.com/u/hustlx/">HUSTLX</a><br>园龄：<a href="https://home.cnblogs.com/u/hustlx/" title="入园时间：2016-03-05">3年3个月</a><br>粉丝：<a href="https://home.cnblogs.com/u/hustlx/followers/">11</a><br>关注：<a href="https://home.cnblogs.com/u/hustlx/followees/">1</a><div id="p_b_follow"><a href="javascript:void(0);" onclick="follow(&#39;8f8d81a3-ade2-e511-9fc1-ac853d9f53cc&#39;)">+加关注</a></div><script>getFollowStatus('8f8d81a3-ade2-e511-9fc1-ac853d9f53cc')</script></div></div><script type="text/javascript">loadBlogNews();</script>
</div>

			<div id="blog-calendar" style=""><table id="blogCalendar" class="Cal" cellspacing="0" cellpadding="0" title="Calendar">
	<tbody><tr><td colspan="7"><table class="CalTitle" cellspacing="0">
		<tbody><tr><td class="CalNextPrev"><a href="javascript:void(0);" onclick="loadBlogCalendar(&#39;2019/05/01&#39;);return false;">&lt;</a></td><td align="center">2019年6月</td><td class="CalNextPrev" align="right"><a href="javascript:void(0);" onclick="loadBlogCalendar(&#39;2019/07/01&#39;);return false;">&gt;</a></td></tr>
	</tbody></table></td></tr><tr><th class="CalDayHeader" align="center" abbr="日" scope="col">日</th><th class="CalDayHeader" align="center" abbr="一" scope="col">一</th><th class="CalDayHeader" align="center" abbr="二" scope="col">二</th><th class="CalDayHeader" align="center" abbr="三" scope="col">三</th><th class="CalDayHeader" align="center" abbr="四" scope="col">四</th><th class="CalDayHeader" align="center" abbr="五" scope="col">五</th><th class="CalDayHeader" align="center" abbr="六" scope="col">六</th></tr><tr><td class="CalOtherMonthDay" align="center">26</td><td class="CalOtherMonthDay" align="center">27</td><td class="CalOtherMonthDay" align="center">28</td><td class="CalOtherMonthDay" align="center">29</td><td class="CalOtherMonthDay" align="center">30</td><td class="CalOtherMonthDay" align="center">31</td><td class="CalWeekendDay" align="center">1</td></tr><tr><td class="CalWeekendDay" align="center">2</td><td align="center">3</td><td align="center">4</td><td align="center">5</td><td align="center">6</td><td align="center">7</td><td class="CalWeekendDay" align="center">8</td></tr><tr><td class="CalWeekendDay" align="center">9</td><td align="center">10</td><td align="center">11</td><td align="center">12</td><td align="center">13</td><td align="center">14</td><td class="CalWeekendDay" align="center">15</td></tr><tr><td class="CalWeekendDay" align="center">16</td><td align="center">17</td><td align="center">18</td><td align="center">19</td><td class="CalTodayDay" align="center">20</td><td align="center">21</td><td class="CalWeekendDay" align="center">22</td></tr><tr><td class="CalWeekendDay" align="center">23</td><td align="center">24</td><td align="center">25</td><td align="center">26</td><td align="center">27</td><td align="center">28</td><td class="CalWeekendDay" align="center">29</td></tr><tr><td class="CalWeekendDay" align="center">30</td><td class="CalOtherMonthDay" align="center">1</td><td class="CalOtherMonthDay" align="center">2</td><td class="CalOtherMonthDay" align="center">3</td><td class="CalOtherMonthDay" align="center">4</td><td class="CalOtherMonthDay" align="center">5</td><td class="CalOtherMonthDay" align="center">6</td></tr>
</tbody></table></div><script type="text/javascript">loadBlogDefaultCalendar();</script>
			
			<div id="leftcontentcontainer">
				<div id="blog-sidecolumn"><div id="sidebar_search" class="sidebar-block">
<div id="sidebar_search" class="mySearch">
<h3 class="catListTitle">搜索</h3>
<div id="sidebar_search_box">
<div id="widget_my_zzk" class="div_my_zzk"><input type="text" id="q" onkeydown="return zzk_go_enter(event);" class="input_my_zzk">&nbsp;<input onclick="zzk_go()" type="button" value="找找看" id="btnZzk" class="btn_my_zzk"></div>
<div id="widget_my_google" class="div_my_zzk"><input type="text" name="google_q" id="google_q" onkeydown="return google_go_enter(event)" class="input_my_zzk">&nbsp;<input onclick="google_go()" type="button" value="谷歌搜索" class="btn_my_zzk"></div>
</div>
</div>

</div><div id="sidebar_shortcut" class="sidebar-block">
<div class="catListLink">
<h3 class="catListTitle">常用链接</h3>
<ul>
<li><a href="https://www.cnblogs.com/hustlx/p/" title="我的博客的随笔列表">我的随笔</a></li><li><a href="https://www.cnblogs.com/hustlx/MyComments.html" title="我发表过的评论列表">我的评论</a></li><li><a href="https://www.cnblogs.com/hustlx/OtherPosts.html" title="我评论过的随笔列表">我的参与</a></li><li><a href="https://www.cnblogs.com/hustlx/RecentComments.html" title="我的博客的评论列表">最新评论</a></li><li><a href="https://www.cnblogs.com/hustlx/tag/" title="我的博客的标签列表">我的标签</a></li>
</ul>
<div id="itemListLin_con" style="display:none;">
<ul>

</ul>
</div>
</div></div><div id="sidebar_toptags" class="sidebar-block"></div><div id="sidebar_categories">
<div id="sidebar_postcategory" class="catListPostCategory sidebar-block">
<h3 class="catListTitle">随笔分类<span style="font-size:11px;font-weight:normal">(28)</span></h3>

<ul>

<li><a id="CatList_LinkList_0_Link_0" href="https://www.cnblogs.com/hustlx/category/795600.html">leetcode(9)</a> </li>

<li><a id="CatList_LinkList_0_Link_1" href="https://www.cnblogs.com/hustlx/category/797919.html">python(2)</a> </li>

<li><a id="CatList_LinkList_0_Link_2" href="https://www.cnblogs.com/hustlx/category/795338.html">机器学习(6)</a> </li>

<li><a id="CatList_LinkList_0_Link_3" href="https://www.cnblogs.com/hustlx/category/799385.html">视频编解码(1)</a> </li>

<li><a id="CatList_LinkList_0_Link_4" href="https://www.cnblogs.com/hustlx/category/797945.html">数据挖掘(2)</a> </li>

<li><a id="CatList_LinkList_0_Link_5" href="https://www.cnblogs.com/hustlx/category/795337.html">图像处理(8)</a> </li>

</ul>

</div>

<div id="sidebar_postarchive" class="catListPostArchive sidebar-block">
<h3 class="catListTitle">随笔档案<span style="font-size:11px;font-weight:normal">(39)</span></h3>

<ul>

<li><a id="CatList_LinkList_1_Link_0" href="https://www.cnblogs.com/hustlx/archive/2016/05.html">2016年5月 (1)</a> </li>

<li><a id="CatList_LinkList_1_Link_1" href="https://www.cnblogs.com/hustlx/archive/2016/04.html">2016年4月 (1)</a> </li>

<li><a id="CatList_LinkList_1_Link_2" href="https://www.cnblogs.com/hustlx/archive/2016/03.html">2016年3月 (37)</a> </li>

</ul>

</div>

</div><div id="sidebar_scorerank" class="sidebar-block">
<div class="catListBlogRank">
<h3 class="catListTitle">积分与排名</h3>
<ul>
	<li class="liScore">
		积分 -	42244
	</li>
	<li class="liRank">
		排名 -	14252
	</li>
</ul>
</div>


</div><div id="sidebar_recentcomments" class="sidebar-block"><div id="recent_comments_wrap">
<div class="catListComment">
<h3 class="catListTitle">最新评论</h3>

	<div id="RecentCommentsBlock"><ul>
        <li class="recent_comment_title"><a href="https://www.cnblogs.com/hustlx/p/5245604.html#4240146">1. Re:边缘检测与图像分割</a></li>
        <li class="recent_comment_body">在1.1 里面  如下变换  是不是少了一些东西 比如公式说明的</li>
        <li class="recent_comment_author">--稻草人的信仰</li>
        <li class="recent_comment_title"><a href="https://www.cnblogs.com/hustlx/p/5245604.html#4143575">2. Re:边缘检测与图像分割</a></li>
        <li class="recent_comment_body">这个程序我复制下来要怎么运行啊</li>
        <li class="recent_comment_author">--子箫</li>
        <li class="recent_comment_title"><a href="https://www.cnblogs.com/hustlx/p/5263259.html#3539896">3. Re:BP神经网络分类器的设计</a></li>
        <li class="recent_comment_body">@ctt0718引用求问附件在哪里啊同问...</li>
        <li class="recent_comment_author">--161443</li>
        <li class="recent_comment_title"><a href="https://www.cnblogs.com/hustlx/p/5263259.html#3539895">4. Re:BP神经网络分类器的设计</a></li>
        <li class="recent_comment_body">@ctt0718同问...</li>
        <li class="recent_comment_author">--161443</li>
        <li class="recent_comment_title"><a href="https://www.cnblogs.com/hustlx/p/5263259.html#3526710">5. Re:BP神经网络分类器的设计</a></li>
        <li class="recent_comment_body">求问附件在哪里啊</li>
        <li class="recent_comment_author">--ctt0718</li>
</ul>
</div>
</div>
</div></div><div id="sidebar_topviewedposts" class="sidebar-block"><div id="topview_posts_wrap">
<div class="catListView">
<h3 class="catListTitle">阅读排行榜</h3>
	<div id="TopViewPostsBlock"><ul><li><a href="https://www.cnblogs.com/hustlx/p/5245461.html">1. 直方图均衡化原理与实现(50656)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245604.html">2. 边缘检测与图像分割(18982)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245849.html">3. 神经网络原理及其c++实现(9627)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245500.html">4. 同态滤波(9384)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245226.html">5. 图像旋转的原理与实现(8478)</a></li></ul></div>
</div>
</div></div><div id="sidebar_topcommentedposts" class="sidebar-block"><div id="topfeedback_posts_wrap">
<div class="catListFeedback">
<h3 class="catListTitle">评论排行榜</h3>
	<div id="TopFeedbackPostsBlock"><ul><li><a href="https://www.cnblogs.com/hustlx/p/5263259.html">1. BP神经网络分类器的设计(3)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245604.html">2. 边缘检测与图像分割(2)</a></li></ul></div>
</div>
</div></div><div id="sidebar_topdiggedposts" class="sidebar-block"><div id="topdigg_posts_wrap">
<div class="catListView">
<h3 class="catListTitle">推荐排行榜</h3>
<div id="TopDiggPostsBlock"><ul><li><a href="https://www.cnblogs.com/hustlx/p/5245604.html">1. 边缘检测与图像分割(4)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5263259.html">2. BP神经网络分类器的设计(2)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245226.html">3. 图像旋转的原理与实现(1)</a></li><li><a href="https://www.cnblogs.com/hustlx/p/5245461.html">4. 直方图均衡化原理与实现(1)</a></li></ul></div>
</div></div></div></div><script type="text/javascript">loadBlogSideColumn();</script>
			</div>
			
		</div><!--end: sideBarMain -->
	</div><!--end: sideBar 侧边栏容器 -->
	<div class="clear"></div>
	</div><!--end: main -->
	<div class="clear"></div>
	<div id="footer">
		
<!--done-->
Copyright ©2019 HUSTLX
	</div><!--end: footer -->
</div><!--end: home 自定义的最大容器 -->



</body></html>